{"id":95129,"date":"2024-05-30T08:26:19","date_gmt":"2024-05-30T06:26:19","guid":{"rendered":"https:\/\/www.immo-invest.ch\/forschende-nutzen-ki-fuer-entwicklung-neuer-solarzellen\/"},"modified":"2024-05-30T09:27:12","modified_gmt":"2024-05-30T07:27:12","slug":"forschende-nutzen-ki-fuer-entwicklung-neuer-solarzellen","status":"publish","type":"post","link":"https:\/\/stage.immo-invest.ch\/en\/forschende-nutzen-ki-fuer-entwicklung-neuer-solarzellen\/","title":{"rendered":"Researchers use AI to develop new solar cells"},"content":{"rendered":"<p class=\"bodytext\">As part of a research project at the Swiss Federal Institute of Technology in Lausanne<a href=\"http:\/\/epfl.ch\" target=\"_blank\" rel=\"noopener\">(EPFL<\/a>), a method has been developed to search large databases for potential materials for the utilisation of new solar cells. According to a <a href=\"https:\/\/actu.epfl.ch\/news\/machine-learning-accelerates-discovery-of-solar-ce\/\" target=\"_blank\" rel=\"noopener\">press release<\/a>, several promising halide perovskites were identified through the use of machine learning (ML). ML is a branch of artificial intelligence in which computers learn from data sets or databases made available to them.<\/p>\n<p class=\"bodytext\">Perovskites represent a promising new group of materials for future photovoltaic applications due to their simple manufacturing processes combined with low costs. It is important that the new materials have a suitable band gap so that they can utilise solar energy optimally. The band gap has the property of absorbing photons with a certain energy and then converting them into electricity.<\/p>\n<p class=\"bodytext\">The EPFL team led by Haiyuan Wang and Alfredo Pasquarello developed a machine learning model that was able to identify 14 completely new perovskites from 15,000 materials. These are excellent candidates for future high-efficiency solar cells. The researchers were thus able to show that the use of ML can significantly accelerate the discovery and validation of new photovoltaic materials. <\/p>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Researchers at EPFL have used artificial intelligence (AI) to identify new materials for use in solar cells. They found 14 promising materials.<\/p>\n","protected":false},"author":2,"featured_media":61029,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_surecart_dashboard_logo_width":"180px","_surecart_dashboard_show_logo":true,"_surecart_dashboard_navigation_orders":true,"_surecart_dashboard_navigation_invoices":true,"_surecart_dashboard_navigation_subscriptions":true,"_surecart_dashboard_navigation_downloads":true,"_surecart_dashboard_navigation_billing":true,"_surecart_dashboard_navigation_account":true,"inline_featured_image":false,"footnotes":""},"categories":[12482,12476,22698,46426],"tags":[47032,42823,19198,47033,12564,12526,13861,12752],"class_list":["post-95129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-energy","category-immonews","category-sustainability","category-waadt-en","tag-datenbanken-en","tag-datensaetze-en","tag-forschungsprojekt-en","tag-herstellungsverfahren-2-en","tag-immobilien-en","tag-immonews-en","tag-kuenstliche-intelligenz-en","tag-strom-en"],"acf":{"bild_mit_ki_erstellt_worden":[],"lead":"Researchers at EPFL have used artificial intelligence (AI) to identify new materials for use in solar cells. They found 14 promising materials.","autor":"ce\/eb","ort":"Lausanne ","bildunterschrift":"","bild_im_grid":false,"gallerie":"","newsim":"","zusammenfassung":""},"featured_image_src":"https:\/\/stage.immo-invest.ch\/wp-content\/uploads\/2023\/08\/Solar_1-336x168.jpg","_links":{"self":[{"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/posts\/95129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/comments?post=95129"}],"version-history":[{"count":0,"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/posts\/95129\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/media\/61029"}],"wp:attachment":[{"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/media?parent=95129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/categories?post=95129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stage.immo-invest.ch\/en\/wp-json\/wp\/v2\/tags?post=95129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}